Videos

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Hidden Physics Models - Machine Learning of Non-Linear Partial Differential Equations

Presenter
  • Maziar Raissi
January 28, 2019
ICERM

A new perspective on machine learning

Presenter
  • Hrushikesh Mhaskar
January 28, 2019
ICERM

Nonparametric super-efficient estimators of treatment effects

Presenter
  • David Benkeser
January 16, 2019
ICERM

Calabi-Yau Manifolds, Discrete Symmetries and String Theory

Presenter
  • Challenger Mishra
November 16, 2018
ICERM
Physics Guided Machine Learning: A New Paradigm for Modeling Dynamical Systems Thumbnail

Physics Guided Machine Learning: A New Paradigm for Modeling Dynamical Systems

Presenter
  • Vipin Kumar
November 6, 2018
IPAM
High-Performance Communication for Machine Learning Thumbnail

High-Performance Communication for Machine Learning

Presenter
  • Torsten Hoefler
November 5, 2018
IPAM
Introduction to Machine Learning Thumbnail

Introduction to Machine Learning

Presenter
  • Mr Prabhat
September 18, 2018
IPAM
Large-scale Graph Representation Learning Thumbnail

Large-scale Graph Representation Learning

Presenter
  • Jure Leskovec
February 7, 2018
IPAM
Distributed Private Machine Learning Thumbnail

Distributed Private Machine Learning

Presenter
  • Abhradeep Thakurta
January 10, 2018
IPAM
Optimization Methods for Machine Learning Thumbnail

Optimization Methods for Machine Learning

Presenter
  • Stephen Wright
October 6, 2017
IPAM
Human vs Machine: deciphering the structure of organic-inorganic interfaces Thumbnail

Human vs Machine: deciphering the structure of organic-inorganic interfaces

Presenter
  • Patrick Rinke
October 6, 2017
IPAM
A meta-machine-learning method for identifying effective descriptors of materials properties Thumbnail

A meta-machine-learning method for identifying effective descriptors of materials properties

Presenter
  • Luca Ghiringhelli
October 4, 2017
IPAM